Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003617

The MH-36 locality cells most similar to this Chandrapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.414

lower = more alike (weighted)

The twins, closest first

#1 · Nandurbarcell 4860004888

distance 0.414 · cross-district

#2 · Amravaticell 4680007491

distance 0.445 · cross-district

#3 · Chandrapurcell 4730003783

distance 0.448

#4 · Chandrapurcell 4730003942

distance 0.459

#5 · Gondiacell 4760002094

distance 0.466 · cross-district

#6 · Palgharcell 6650001731

distance 0.472 · cross-district

#7 · Nagpurcell 4840002761

distance 0.475 · cross-district

#8 · Nashikcell 4870000075

distance 0.478 · cross-district

#9 · Chandrapurcell 4730003943

distance 0.478

#10 · Gondiacell 4760001999

distance 0.48 · cross-district

#11 · Akolacell 4670002130

distance 0.483 · cross-district

#12 · Gondiacell 4760000416

distance 0.487 · cross-district

#13 · Amravaticell 4680006949

distance 0.491 · cross-district

#14 · Jalgaoncell 4780006819

distance 0.494 · cross-district

#15 · Nashikcell 4870002234

distance 0.494 · cross-district

#16 · Sataracell 4940004915

distance 0.497 · cross-district

#17 · Bhandaracell 4710001442

distance 0.498 · cross-district

#18 · Gadchirolicell 4750010586

distance 0.5 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":473,"cluster_id":4730003617}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.